Yingqian Zhang
9 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (6) π Cross-Pollinator (11)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(17)
π
Conference Pioneer
Conferences
ACML (3)
AAAI (2)
ICLR (1)
ICML (1)
IJCAI (1)
MICCAI (1)
Top co-authors
Keywords
combinatorial optimization
(4)
deep reinforcement learning
(2)
reinforcement learning
(2)
policy gradient
(1)
attention mechanism
(1)
bipartite matching
(1)
integer programming
(1)
integer linear programming
(1)
state aggregation
(1)
online algorithm
(1)
traveling salesman problem
(1)
neural combinatorial optimization
(1)
decision tree
(1)
knapsack problem
(1)
local search
(1)
vehicle routing problem
(1)
classification tree
(1)
pointer network
(1)
graph neural network
(1)
multi-agent system
(1)
Papers
DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints
ICLR 2025
Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems
AAAI 2025
Contrastive Masked Video Modeling for Coronary Angiography Diagnosis
MICCAI 2025
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization
ICML 2025
Cross-Problem Learning for Solving Vehicle Routing Problems
IJCAI 2024
Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking
ACML 2023
Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning
ACML 2020
A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning
ACML 2020
Learning Optimal Classification Trees Using a Binary Linear Program Formulation
AAAI 2019